Chiara Cammarota

According to our database, Chiara Cammarota authored at least 9 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

From Zero to Hero: How local curvature at artless initial conditions leads away from bad minima.

Tony Bonnaire, Giulio Biroli, Chiara Cammarota

CoRR, 2024

2021

Who Has the Last Word? Understanding How to Sample Online Discussions.

Gioia Boschi, Anthony P. Young, Sagar Joglekar, Chiara Cammarota, Nishanth Sastry

ACM Trans. Web, 2021

2020

Complex Dynamics in Simple Neural Networks: Understanding Gradient Flow in Phase Retrieval.

Stefano Sarao Mannelli, Giulio Biroli, Chiara Cammarota, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Who is Afraid of Big Bad Minima? Analysis of Gradient-Flow in a Spiked Matrix-Tensor Model.

Stefano Sarao Mannelli, Giulio Biroli, Chiara Cammarota, Florent Krzakala, Lenka Zdeborová

CoRR, 2019

Having the Last Word: Understanding How to Sample Discussions Online.

Gioia Boschi, Anthony P. Young, Sagar Joglekar, Chiara Cammarota, Nishanth Sastry

CoRR, 2019

How to iron out rough landscapes and get optimal performances: Replicated Gradient Descent and its application to tensor PCA.

Giulio Biroli, Chiara Cammarota, Federico Ricci-Tersenghi

CoRR, 2019

Who is Afraid of Big Bad Minima? Analysis of gradient-flow in spiked matrix-tensor models.

Stefano Sarao Mannelli, Giulio Biroli, Chiara Cammarota, Florent Krzakala, Lenka Zdeborová

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Marvels and Pitfalls of the Langevin Algorithm in Noisy High-dimensional Inference.

Stefano Sarao Mannelli, Giulio Biroli, Chiara Cammarota, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová

CoRR, 2018

Comparing Dynamics: Deep Neural Networks versus Glassy Systems.

Marco Baity-Jesi, Levent Sagun, Mario Geiger, Stefano Spigler, Gérard Ben Arous, Chiara Cammarota, Yann LeCun, Matthieu Wyart, Giulio Biroli

Proceedings of the 35th International Conference on Machine Learning, 2018